Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 11933 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.8 MiB |
| Average record size in memory | 160.0 B |
Variable types
| Numeric | 20 |
|---|
weight2 is highly overall correlated with htin4 and 3 other fields | High correlation |
height3 is highly overall correlated with htin4 and 1 other fields | High correlation |
alcday5 is highly overall correlated with x.drnkwek | High correlation |
htin4 is highly overall correlated with weight2 and 2 other fields | High correlation |
wtkg3 is highly overall correlated with weight2 and 1 other fields | High correlation |
x.bmi5 is highly overall correlated with weight2 and 1 other fields | High correlation |
htm4 is highly overall correlated with weight2 and 2 other fields | High correlation |
x.drnkwek is highly overall correlated with alcday5 and 1 other fields | High correlation |
drocdy3. is highly overall correlated with x.drnkwek | High correlation |
x.llcpwt2 is highly overall correlated with x.llcpwt and 2 other fields | High correlation |
x.llcpwt is highly overall correlated with x.llcpwt2 and 2 other fields | High correlation |
x.wt2rake is highly overall correlated with x.llcpwt2 and 2 other fields | High correlation |
x.strwt is highly overall correlated with x.llcpwt2 and 2 other fields | High correlation |
physhlth is highly overall correlated with menthlth | High correlation |
menthlth is highly overall correlated with physhlth | High correlation |
x.drnkwek has 5546 (46.5%) zeros | Zeros |
drocdy3. has 5546 (46.5%) zeros | Zeros |
Reproduction
| Analysis started | 2022-12-09 00:37:41.474174 |
|---|---|
| Analysis finished | 2022-12-09 00:38:40.964973 |
| Duration | 59.49 seconds |
| Software version | pandas-profiling vv3.5.0 |
| Download configuration | config.json |
weight2
Real number (ℝ)
| Distinct | 255 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180.39697 |
| Minimum | 50 |
|---|---|
| Maximum | 390 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.4 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 120 |
| Q1 | 150 |
| median | 180 |
| Q3 | 200 |
| 95-th percentile | 260 |
| Maximum | 390 |
| Range | 340 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 43.004842 |
|---|---|
| Coefficient of variation (CV) | 0.23839005 |
| Kurtosis | 1.4302054 |
| Mean | 180.39697 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | 0.87560842 |
| Sum | 2152677 |
| Variance | 1849.4164 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 180 | 1395 | 11.7% |
| 200 | 535 | 4.5% |
| 150 | 514 | 4.3% |
| 160 | 493 | 4.1% |
| 170 | 436 | 3.7% |
| 140 | 376 | 3.2% |
| 190 | 369 | 3.1% |
| 175 | 310 | 2.6% |
| 165 | 303 | 2.5% |
| 130 | 292 | 2.4% |
| Other values (245) | 6910 |
| Value | Count | Frequency (%) |
| 50 | 1 | < 0.1% |
| 51 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 70 | 3 | |
| 75 | 1 | < 0.1% |
| 77 | 1 | < 0.1% |
| 80 | 2 | < 0.1% |
| 85 | 6 | |
| 86 | 1 | < 0.1% |
| 87 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 390 | 6 | |
| 386 | 1 | < 0.1% |
| 382 | 1 | < 0.1% |
| 380 | 5 | |
| 372 | 1 | < 0.1% |
| 371 | 1 | < 0.1% |
| 370 | 3 | |
| 365 | 1 | < 0.1% |
| 360 | 6 | |
| 358 | 1 | < 0.1% |
height3
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 506.1428 |
| Minimum | 500 |
|---|---|
| Maximum | 511 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.4 KiB |
Quantile statistics
| Minimum | 500 |
|---|---|
| 5-th percentile | 501 |
| Q1 | 504 |
| median | 507 |
| Q3 | 508 |
| 95-th percentile | 511 |
| Maximum | 511 |
| Range | 11 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.7642702 |
|---|---|
| Coefficient of variation (CV) | 0.0054614432 |
| Kurtosis | -0.48083327 |
| Mean | 506.1428 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.31990751 |
| Sum | 6039802 |
| Variance | 7.6411895 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 507 | 3479 | |
| 506 | 1050 | 8.8% |
| 504 | 966 | 8.1% |
| 505 | 922 | 7.7% |
| 508 | 912 | 7.6% |
| 503 | 846 | 7.1% |
| 510 | 797 | 6.7% |
| 509 | 786 | 6.6% |
| 502 | 726 | 6.1% |
| 511 | 678 | 5.7% |
| Other values (2) | 771 | 6.5% |
| Value | Count | Frequency (%) |
| 500 | 384 | 3.2% |
| 501 | 387 | 3.2% |
| 502 | 726 | 6.1% |
| 503 | 846 | 7.1% |
| 504 | 966 | 8.1% |
| 505 | 922 | 7.7% |
| 506 | 1050 | 8.8% |
| 507 | 3479 | |
| 508 | 912 | 7.6% |
| 509 | 786 | 6.6% |
| Value | Count | Frequency (%) |
| 511 | 678 | 5.7% |
| 510 | 797 | 6.7% |
| 509 | 786 | 6.6% |
| 508 | 912 | 7.6% |
| 507 | 3479 | |
| 506 | 1050 | 8.8% |
| 505 | 922 | 7.7% |
| 504 | 966 | 8.1% |
| 503 | 846 | 7.1% |
| 502 | 726 | 6.1% |
children
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.810442 |
| Minimum | 1 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 88 |
| Q3 | 88 |
| 95-th percentile | 88 |
| Maximum | 99 |
| Range | 98 |
| Interquartile range (IQR) | 83 |
Descriptive statistics
| Standard deviation | 37.732501 |
|---|---|
| Coefficient of variation (CV) | 0.57335128 |
| Kurtosis | -0.78437867 |
| Mean | 65.810442 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.1004611 |
| Sum | 785316 |
| Variance | 1423.7416 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 88 | 8768 | |
| 1 | 1239 | 10.4% |
| 2 | 1141 | 9.6% |
| 3 | 420 | 3.5% |
| 4 | 179 | 1.5% |
| 99 | 77 | 0.6% |
| 5 | 71 | 0.6% |
| 6 | 23 | 0.2% |
| 7 | 7 | 0.1% |
| 9 | 4 | < 0.1% |
| Other values (2) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1239 | |
| 2 | 1141 | |
| 3 | 420 | 3.5% |
| 4 | 179 | 1.5% |
| 5 | 71 | 0.6% |
| 6 | 23 | 0.2% |
| 7 | 7 | 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 4 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 99 | 77 | 0.6% |
| 88 | 8768 | |
| 10 | 1 | < 0.1% |
| 9 | 4 | < 0.1% |
| 8 | 3 | < 0.1% |
| 7 | 7 | 0.1% |
| 6 | 23 | 0.2% |
| 5 | 71 | 0.6% |
| 4 | 179 | 1.5% |
| 3 | 420 | 3.5% |
alcday5
Real number (ℝ)
| Distinct | 38 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 541.51094 |
| Minimum | 101 |
|---|---|
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.4 KiB |
Quantile statistics
| Minimum | 101 |
|---|---|
| 5-th percentile | 102 |
| Q1 | 202 |
| median | 888 |
| Q3 | 888 |
| 95-th percentile | 888 |
| Maximum | 999 |
| Range | 898 |
| Interquartile range (IQR) | 686 |
Descriptive statistics
| Standard deviation | 356.64686 |
|---|---|
| Coefficient of variation (CV) | 0.65861432 |
| Kurtosis | -1.9503956 |
| Mean | 541.51094 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.078043159 |
| Sum | 6461850 |
| Variance | 127196.98 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 888 | 5982 | |
| 201 | 901 | 7.6% |
| 202 | 646 | 5.4% |
| 101 | 471 | 3.9% |
| 102 | 435 | 3.6% |
| 230 | 412 | 3.5% |
| 203 | 361 | 3.0% |
| 205 | 311 | 2.6% |
| 204 | 307 | 2.6% |
| 103 | 301 | 2.5% |
| Other values (28) | 1806 | 15.1% |
| Value | Count | Frequency (%) |
| 101 | 471 | |
| 102 | 435 | |
| 103 | 301 | 2.5% |
| 104 | 126 | 1.1% |
| 105 | 145 | 1.2% |
| 106 | 39 | 0.3% |
| 107 | 204 | 1.7% |
| 201 | 901 | |
| 202 | 646 | |
| 203 | 361 |
| Value | Count | Frequency (%) |
| 999 | 44 | 0.4% |
| 888 | 5982 | |
| 777 | 99 | 0.8% |
| 230 | 412 | 3.5% |
| 229 | 14 | 0.1% |
| 228 | 27 | 0.2% |
| 227 | 6 | 0.1% |
| 226 | 5 | < 0.1% |
| 225 | 78 | 0.7% |
| 224 | 8 | 0.1% |
x.psu
Real number (ℝ)
| Distinct | 7775 |
|---|---|
| Distinct (%) | 65.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0180058 × 109 |
| Minimum | 2.018 × 109 |
|---|---|
| Maximum | 2.0180357 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.4 KiB |
Quantile statistics
| Minimum | 2.018 × 109 |
|---|---|
| 5-th percentile | 2.0180004 × 109 |
| Q1 | 2.0180021 × 109 |
| median | 2.0180043 × 109 |
| Q3 | 2.0180076 × 109 |
| 95-th percentile | 2.0180159 × 109 |
| Maximum | 2.0180357 × 109 |
| Range | 35720 |
| Interquartile range (IQR) | 5539 |
Descriptive statistics
| Standard deviation | 5695.2278 |
|---|---|
| Coefficient of variation (CV) | 2.8222059 × 10-6 |
| Kurtosis | 7.3621435 |
| Mean | 2.0180058 × 109 |
| Median Absolute Deviation (MAD) | 2535 |
| Skewness | 2.3828154 |
| Sum | 2.4080863 × 1013 |
| Variance | 32435620 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2018003506 | 8 | 0.1% |
| 2018001343 | 8 | 0.1% |
| 2018000983 | 6 | 0.1% |
| 2018004994 | 6 | 0.1% |
| 2018003451 | 6 | 0.1% |
| 2018000065 | 6 | 0.1% |
| 2018000102 | 6 | 0.1% |
| 2018001290 | 6 | 0.1% |
| 2018002705 | 6 | 0.1% |
| 2018004047 | 6 | 0.1% |
| Other values (7765) | 11869 |
| Value | Count | Frequency (%) |
| 2018000001 | 1 | < 0.1% |
| 2018000002 | 4 | |
| 2018000003 | 3 | |
| 2018000004 | 1 | < 0.1% |
| 2018000005 | 4 | |
| 2018000006 | 2 | |
| 2018000007 | 4 | |
| 2018000008 | 1 | < 0.1% |
| 2018000009 | 4 | |
| 2018000010 | 2 |
| Value | Count | Frequency (%) |
| 2018035721 | 1 | |
| 2018035620 | 1 | |
| 2018035563 | 1 | |
| 2018035477 | 1 | |
| 2018035474 | 1 | |
| 2018035409 | 1 | |
| 2018035373 | 1 | |
| 2018035338 | 1 | |
| 2018035305 | 1 | |
| 2018035267 | 1 |
physhlth
Real number (ℝ)
| Distinct | 32 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.782955 |
| Minimum | 1 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 15 |
| median | 88 |
| Q3 | 88 |
| 95-th percentile | 88 |
| Maximum | 99 |
| Range | 98 |
| Interquartile range (IQR) | 73 |
Descriptive statistics
| Standard deviation | 36.945103 |
|---|---|
| Coefficient of variation (CV) | 0.60782013 |
| Kurtosis | -1.4091911 |
| Mean | 60.782955 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.69240404 |
| Sum | 725323 |
| Variance | 1364.9407 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 88 | 7424 | |
| 30 | 962 | 8.1% |
| 2 | 649 | 5.4% |
| 1 | 498 | 4.2% |
| 3 | 373 | 3.1% |
| 5 | 333 | 2.8% |
| 10 | 244 | 2.0% |
| 15 | 226 | 1.9% |
| 77 | 224 | 1.9% |
| 7 | 223 | 1.9% |
| Other values (22) | 777 | 6.5% |
| Value | Count | Frequency (%) |
| 1 | 498 | |
| 2 | 649 | |
| 3 | 373 | |
| 4 | 194 | 1.6% |
| 5 | 333 | |
| 6 | 63 | 0.5% |
| 7 | 223 | 1.9% |
| 8 | 34 | 0.3% |
| 9 | 10 | 0.1% |
| 10 | 244 | 2.0% |
| Value | Count | Frequency (%) |
| 99 | 42 | 0.4% |
| 88 | 7424 | |
| 77 | 224 | 1.9% |
| 30 | 962 | 8.1% |
| 29 | 8 | 0.1% |
| 28 | 22 | 0.2% |
| 27 | 8 | 0.1% |
| 26 | 1 | < 0.1% |
| 25 | 56 | 0.5% |
| 24 | 1 | < 0.1% |
menthlth
Real number (ℝ)
| Distinct | 33 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.526439 |
| Minimum | 1 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 20 |
| median | 88 |
| Q3 | 88 |
| 95-th percentile | 88 |
| Maximum | 99 |
| Range | 98 |
| Interquartile range (IQR) | 68 |
Descriptive statistics
| Standard deviation | 36.210707 |
|---|---|
| Coefficient of variation (CV) | 0.57001002 |
| Kurtosis | -1.1707878 |
| Mean | 63.526439 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.8576702 |
| Sum | 758061 |
| Variance | 1311.2153 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 88 | 7948 | |
| 30 | 654 | 5.5% |
| 2 | 586 | 4.9% |
| 5 | 421 | 3.5% |
| 1 | 348 | 2.9% |
| 3 | 326 | 2.7% |
| 10 | 307 | 2.6% |
| 15 | 288 | 2.4% |
| 7 | 190 | 1.6% |
| 4 | 174 | 1.5% |
| Other values (23) | 691 | 5.8% |
| Value | Count | Frequency (%) |
| 1 | 348 | |
| 2 | 586 | |
| 3 | 326 | |
| 4 | 174 | 1.5% |
| 5 | 421 | |
| 6 | 48 | 0.4% |
| 7 | 190 | 1.6% |
| 8 | 42 | 0.4% |
| 9 | 4 | < 0.1% |
| 10 | 307 |
| Value | Count | Frequency (%) |
| 99 | 49 | 0.4% |
| 88 | 7948 | |
| 77 | 150 | 1.3% |
| 30 | 654 | 5.5% |
| 29 | 4 | < 0.1% |
| 28 | 22 | 0.2% |
| 27 | 10 | 0.1% |
| 26 | 2 | < 0.1% |
| 25 | 58 | 0.5% |
| 24 | 3 | < 0.1% |
sleptim1
Real number (ℝ)
| Distinct | 22 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.8349116 |
| Minimum | 1 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 6 |
| median | 7 |
| Q3 | 8 |
| 95-th percentile | 9 |
| Maximum | 99 |
| Range | 98 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 7.7235093 |
|---|---|
| Coefficient of variation (CV) | 0.9857813 |
| Kurtosis | 79.608776 |
| Mean | 7.8349116 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 8.8168433 |
| Sum | 93494 |
| Variance | 59.652596 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 3578 | |
| 8 | 3452 | |
| 6 | 2527 | |
| 5 | 788 | 6.6% |
| 9 | 506 | 4.2% |
| 4 | 343 | 2.9% |
| 10 | 274 | 2.3% |
| 77 | 126 | 1.1% |
| 12 | 100 | 0.8% |
| 3 | 100 | 0.8% |
| Other values (12) | 139 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 36 | 0.3% |
| 2 | 32 | 0.3% |
| 3 | 100 | 0.8% |
| 4 | 343 | 2.9% |
| 5 | 788 | 6.6% |
| 6 | 2527 | |
| 7 | 3578 | |
| 8 | 3452 | |
| 9 | 506 | 4.2% |
| 10 | 274 | 2.3% |
| Value | Count | Frequency (%) |
| 99 | 9 | 0.1% |
| 77 | 126 | |
| 23 | 1 | < 0.1% |
| 20 | 3 | < 0.1% |
| 18 | 4 | < 0.1% |
| 17 | 2 | < 0.1% |
| 16 | 8 | 0.1% |
| 15 | 12 | 0.1% |
| 14 | 6 | 0.1% |
| 13 | 2 | < 0.1% |
htin4
Real number (ℝ)
| Distinct | 33 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.951311 |
| Minimum | 48 |
|---|---|
| Maximum | 81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.4 KiB |
Quantile statistics
| Minimum | 48 |
|---|---|
| 5-th percentile | 61 |
| Q1 | 64 |
| median | 67 |
| Q3 | 70 |
| 95-th percentile | 74 |
| Maximum | 81 |
| Range | 33 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.0288175 |
|---|---|
| Coefficient of variation (CV) | 0.060175334 |
| Kurtosis | -0.19693051 |
| Mean | 66.951311 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.076357052 |
| Sum | 798930 |
| Variance | 16.23137 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 67 | 1448 | |
| 66 | 1050 | 8.8% |
| 64 | 966 | 8.1% |
| 65 | 922 | 7.7% |
| 68 | 912 | 7.6% |
| 63 | 846 | 7.1% |
| 72 | 817 | 6.8% |
| 70 | 797 | 6.7% |
| 69 | 786 | 6.6% |
| 62 | 726 | 6.1% |
| Other values (23) | 2663 |
| Value | Count | Frequency (%) |
| 48 | 5 | < 0.1% |
| 49 | 1 | < 0.1% |
| 50 | 2 | < 0.1% |
| 51 | 1 | < 0.1% |
| 53 | 2 | < 0.1% |
| 54 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 56 | 10 | 0.1% |
| 57 | 22 | |
| 58 | 46 |
| Value | Count | Frequency (%) |
| 81 | 2 | < 0.1% |
| 80 | 6 | 0.1% |
| 79 | 5 | < 0.1% |
| 78 | 22 | 0.2% |
| 77 | 41 | 0.3% |
| 76 | 110 | 0.9% |
| 75 | 160 | 1.3% |
| 74 | 271 | 2.3% |
| 73 | 399 | |
| 72 | 817 |
wtkg3
Real number (ℝ)
| Distinct | 286 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8181.474 |
| Minimum | 2268 |
|---|---|
| Maximum | 22906 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.4 KiB |
Quantile statistics
| Minimum | 2268 |
|---|---|
| 5-th percentile | 5443 |
| Q1 | 6804 |
| median | 7938 |
| Q3 | 9072 |
| 95-th percentile | 11793 |
| Maximum | 22906 |
| Range | 20638 |
| Interquartile range (IQR) | 2268 |
Descriptive statistics
| Standard deviation | 2000.1837 |
|---|---|
| Coefficient of variation (CV) | 0.24447718 |
| Kurtosis | 2.57045 |
| Mean | 8181.474 |
| Median Absolute Deviation (MAD) | 1134 |
| Skewness | 1.0766844 |
| Sum | 97629529 |
| Variance | 4000734.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7938 | 1092 | 9.2% |
| 8165 | 564 | 4.7% |
| 9072 | 535 | 4.5% |
| 6804 | 514 | 4.3% |
| 7257 | 493 | 4.1% |
| 7711 | 436 | 3.7% |
| 6350 | 376 | 3.2% |
| 8618 | 369 | 3.1% |
| 7484 | 303 | 2.5% |
| 5897 | 292 | 2.4% |
| Other values (276) | 6959 |
| Value | Count | Frequency (%) |
| 2268 | 1 | < 0.1% |
| 2313 | 1 | < 0.1% |
| 2722 | 1 | < 0.1% |
| 3175 | 3 | |
| 3402 | 1 | < 0.1% |
| 3493 | 1 | < 0.1% |
| 3629 | 2 | < 0.1% |
| 3856 | 6 | |
| 3901 | 1 | < 0.1% |
| 3946 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 22906 | 1 | |
| 22816 | 1 | |
| 20412 | 1 | |
| 19958 | 2 | |
| 19504 | 1 | |
| 19278 | 1 | |
| 19187 | 1 | |
| 18824 | 1 | |
| 18688 | 1 | |
| 18597 | 1 |
x.bmi5
Real number (ℝ)
| Distinct | 1496 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2799.0185 |
| Minimum | 1331 |
|---|---|
| Maximum | 5052 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.4 KiB |
Quantile statistics
| Minimum | 1331 |
|---|---|
| 5-th percentile | 2022 |
| Q1 | 2428 |
| median | 2726 |
| Q3 | 3072 |
| 95-th percentile | 3897 |
| Maximum | 5052 |
| Range | 3721 |
| Interquartile range (IQR) | 644 |
Descriptive statistics
| Standard deviation | 563.41019 |
|---|---|
| Coefficient of variation (CV) | 0.20128848 |
| Kurtosis | 1.2997788 |
| Mean | 2799.0185 |
| Median Absolute Deviation (MAD) | 317 |
| Skewness | 0.94664942 |
| Sum | 33400688 |
| Variance | 317431.04 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2726 | 1079 | 9.0% |
| 2663 | 123 | 1.0% |
| 2744 | 92 | 0.8% |
| 2441 | 91 | 0.8% |
| 2712 | 82 | 0.7% |
| 2746 | 79 | 0.7% |
| 2510 | 78 | 0.7% |
| 2929 | 77 | 0.6% |
| 2834 | 72 | 0.6% |
| 2421 | 64 | 0.5% |
| Other values (1486) | 10096 |
| Value | Count | Frequency (%) |
| 1331 | 1 | |
| 1356 | 1 | |
| 1364 | 1 | |
| 1367 | 1 | |
| 1406 | 1 | |
| 1414 | 1 | |
| 1459 | 1 | |
| 1469 | 1 | |
| 1477 | 2 | |
| 1492 | 1 |
| Value | Count | Frequency (%) |
| 5052 | 2 | |
| 5049 | 1 | < 0.1% |
| 5048 | 1 | < 0.1% |
| 5040 | 1 | < 0.1% |
| 5021 | 2 | |
| 5012 | 1 | < 0.1% |
| 4995 | 1 | < 0.1% |
| 4992 | 4 | |
| 4989 | 1 | < 0.1% |
| 4980 | 1 | < 0.1% |
htm4
Real number (ℝ)
| Distinct | 47 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 170.02866 |
| Minimum | 122 |
|---|---|
| Maximum | 206 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.4 KiB |
Quantile statistics
| Minimum | 122 |
|---|---|
| 5-th percentile | 155 |
| Q1 | 163 |
| median | 170 |
| Q3 | 178 |
| 95-th percentile | 188 |
| Maximum | 206 |
| Range | 84 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 10.29852 |
|---|---|
| Coefficient of variation (CV) | 0.06056932 |
| Kurtosis | -0.16192213 |
| Mean | 170.02866 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.055583848 |
| Sum | 2028952 |
| Variance | 106.05952 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 170 | 1399 | |
| 168 | 1052 | 8.8% |
| 163 | 969 | 8.1% |
| 165 | 923 | 7.7% |
| 173 | 913 | 7.7% |
| 160 | 852 | 7.1% |
| 183 | 817 | 6.8% |
| 178 | 799 | 6.7% |
| 175 | 787 | 6.6% |
| 157 | 727 | 6.1% |
| Other values (37) | 2695 |
| Value | Count | Frequency (%) |
| 122 | 5 | < 0.1% |
| 124 | 1 | < 0.1% |
| 127 | 2 | < 0.1% |
| 130 | 2 | < 0.1% |
| 135 | 2 | < 0.1% |
| 137 | 1 | < 0.1% |
| 140 | 3 | < 0.1% |
| 142 | 10 | 0.1% |
| 145 | 22 | |
| 147 | 46 |
| Value | Count | Frequency (%) |
| 206 | 2 | < 0.1% |
| 205 | 1 | < 0.1% |
| 203 | 6 | 0.1% |
| 201 | 5 | < 0.1% |
| 198 | 22 | 0.2% |
| 196 | 41 | 0.3% |
| 193 | 110 | 0.9% |
| 191 | 160 | |
| 188 | 271 | |
| 185 | 399 |
| Distinct | 104 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6358.6454 |
| Minimum | 0 |
|---|---|
| Maximum | 99900 |
| Zeros | 5546 |
| Zeros (%) | 46.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 23 |
| Q3 | 400 |
| 95-th percentile | 99900 |
| Maximum | 99900 |
| Range | 99900 |
| Interquartile range (IQR) | 400 |
Descriptive statistics
| Standard deviation | 23843.214 |
|---|---|
| Coefficient of variation (CV) | 3.7497317 |
| Kurtosis | 11.444856 |
| Mean | 6358.6454 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 3.6640616 |
| Sum | 75877715 |
| Variance | 5.6849887 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5546 | |
| 99900 | 727 | 6.1% |
| 23 | 624 | 5.2% |
| 47 | 480 | 4.0% |
| 700 | 321 | 2.7% |
| 93 | 313 | 2.6% |
| 200 | 251 | 2.1% |
| 100 | 239 | 2.0% |
| 140 | 225 | 1.9% |
| 1400 | 224 | 1.9% |
| Other values (94) | 2983 |
| Value | Count | Frequency (%) |
| 0 | 5546 | |
| 23 | 624 | 5.2% |
| 47 | 480 | 4.0% |
| 70 | 209 | 1.8% |
| 93 | 313 | 2.6% |
| 100 | 239 | 2.0% |
| 117 | 131 | 1.1% |
| 140 | 225 | 1.9% |
| 163 | 30 | 0.3% |
| 187 | 140 | 1.2% |
| Value | Count | Frequency (%) |
| 99900 | 727 | |
| 42000 | 1 | < 0.1% |
| 26600 | 1 | < 0.1% |
| 21000 | 3 | < 0.1% |
| 19600 | 1 | < 0.1% |
| 15400 | 1 | < 0.1% |
| 14700 | 1 | < 0.1% |
| 14000 | 1 | < 0.1% |
| 10500 | 1 | < 0.1% |
| 9000 | 1 | < 0.1% |
| Distinct | 34 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.394369 |
| Minimum | 0 |
|---|---|
| Maximum | 900 |
| Zeros | 5546 |
| Zeros (%) | 46.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 29 |
| 95-th percentile | 100 |
| Maximum | 900 |
| Range | 900 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 191.74502 |
|---|---|
| Coefficient of variation (CV) | 3.2283368 |
| Kurtosis | 14.938127 |
| Mean | 59.394369 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 4.070848 |
| Sum | 708753 |
| Variance | 36766.154 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5546 | |
| 3 | 901 | 7.6% |
| 7 | 646 | 5.4% |
| 100 | 616 | 5.2% |
| 900 | 579 | 4.9% |
| 14 | 471 | 3.9% |
| 29 | 435 | 3.6% |
| 10 | 361 | 3.0% |
| 17 | 311 | 2.6% |
| 13 | 307 | 2.6% |
| Other values (24) | 1760 | 14.7% |
| Value | Count | Frequency (%) |
| 0 | 5546 | |
| 3 | 901 | 7.6% |
| 7 | 646 | 5.4% |
| 10 | 361 | 3.0% |
| 13 | 307 | 2.6% |
| 14 | 471 | 3.9% |
| 17 | 311 | 2.6% |
| 20 | 139 | 1.2% |
| 23 | 79 | 0.7% |
| 27 | 80 | 0.7% |
| Value | Count | Frequency (%) |
| 900 | 579 | |
| 100 | 616 | |
| 97 | 14 | 0.1% |
| 93 | 27 | 0.2% |
| 90 | 6 | 0.1% |
| 87 | 5 | < 0.1% |
| 86 | 39 | 0.3% |
| 83 | 78 | 0.7% |
| 80 | 8 | 0.1% |
| 77 | 1 | < 0.1% |
x.llcpwt2
Real number (ℝ)
| Distinct | 4090 |
|---|---|
| Distinct (%) | 34.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 598.49875 |
| Minimum | 5.074045 |
|---|---|
| Maximum | 18975.737 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.4 KiB |
Quantile statistics
| Minimum | 5.074045 |
|---|---|
| 5-th percentile | 31.393872 |
| Q1 | 133.65209 |
| median | 306.53051 |
| Q3 | 698.66744 |
| 95-th percentile | 2105.6394 |
| Maximum | 18975.737 |
| Range | 18970.663 |
| Interquartile range (IQR) | 565.01535 |
Descriptive statistics
| Standard deviation | 916.07612 |
|---|---|
| Coefficient of variation (CV) | 1.5306233 |
| Kurtosis | 59.006036 |
| Mean | 598.49875 |
| Median Absolute Deviation (MAD) | 218.41357 |
| Skewness | 5.6192901 |
| Sum | 7141885.6 |
| Variance | 839195.46 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 202.854322 | 103 | 0.9% |
| 347.364408 | 101 | 0.8% |
| 591.664273 | 87 | 0.7% |
| 633.838616 | 71 | 0.6% |
| 200.956964 | 58 | 0.5% |
| 731.932005 | 57 | 0.5% |
| 188.201511 | 50 | 0.4% |
| 362.747245 | 49 | 0.4% |
| 191.502356 | 47 | 0.4% |
| 344.115404 | 45 | 0.4% |
| Other values (4080) | 11265 |
| Value | Count | Frequency (%) |
| 5.074045 | 1 | < 0.1% |
| 5.726045 | 1 | < 0.1% |
| 8.265919 | 1 | < 0.1% |
| 8.554491 | 1 | < 0.1% |
| 8.849872 | 1 | < 0.1% |
| 9.104332 | 3 | |
| 9.394153 | 1 | < 0.1% |
| 9.444705 | 2 | |
| 9.535264 | 2 | |
| 10.466459 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 18975.73716 | 1 | < 0.1% |
| 16755.01932 | 1 | < 0.1% |
| 15796.41843 | 1 | < 0.1% |
| 14916.48982 | 1 | < 0.1% |
| 13139.4659 | 1 | < 0.1% |
| 11053.15498 | 9 | |
| 10511.79421 | 1 | < 0.1% |
| 9091.844086 | 1 | < 0.1% |
| 9009.12549 | 1 | < 0.1% |
| 8573.237046 | 1 | < 0.1% |
x.llcpwt
Real number (ℝ)
| Distinct | 11577 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 602.64065 |
| Minimum | 1.586053 |
|---|---|
| Maximum | 33255.885 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.4 KiB |
Quantile statistics
| Minimum | 1.586053 |
|---|---|
| 5-th percentile | 21.727396 |
| Q1 | 101.63766 |
| median | 260.04018 |
| Q3 | 642.13848 |
| 95-th percentile | 2234.7532 |
| Maximum | 33255.885 |
| Range | 33254.299 |
| Interquartile range (IQR) | 540.50081 |
Descriptive statistics
| Standard deviation | 1181.6498 |
|---|---|
| Coefficient of variation (CV) | 1.9607868 |
| Kurtosis | 146.29024 |
| Mean | 602.64065 |
| Median Absolute Deviation (MAD) | 196.44607 |
| Skewness | 8.856367 |
| Sum | 7191310.8 |
| Variance | 1396296.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 158.421033 | 6 | 0.1% |
| 1380.134792 | 4 | < 0.1% |
| 154.052055 | 4 | < 0.1% |
| 93.237602 | 4 | < 0.1% |
| 138.340573 | 4 | < 0.1% |
| 220.766315 | 4 | < 0.1% |
| 115.316004 | 3 | < 0.1% |
| 253.804637 | 3 | < 0.1% |
| 201.283039 | 3 | < 0.1% |
| 289.802479 | 3 | < 0.1% |
| Other values (11567) | 11895 |
| Value | Count | Frequency (%) |
| 1.586053 | 1 | |
| 2.284604 | 1 | |
| 2.359978 | 1 | |
| 3.317255 | 1 | |
| 3.323902 | 1 | |
| 3.526036 | 1 | |
| 3.644764 | 1 | |
| 3.709969 | 1 | |
| 3.875079 | 1 | |
| 4.04181 | 1 |
| Value | Count | Frequency (%) |
| 33255.88526 | 1 | |
| 30965.05685 | 1 | |
| 24090.36806 | 1 | |
| 22041.02045 | 1 | |
| 18910.35025 | 1 | |
| 18356.25929 | 1 | |
| 17154.36917 | 1 | |
| 16439.74002 | 1 | |
| 15295.79068 | 1 | |
| 14719.41168 | 1 |
x.wt2rake
Real number (ℝ)
| Distinct | 2325 |
|---|---|
| Distinct (%) | 19.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.385246 |
| Minimum | 0.213384 |
|---|---|
| Maximum | 2859.4004 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.4 KiB |
Quantile statistics
| Minimum | 0.213384 |
|---|---|
| 5-th percentile | 3.958867 |
| Q1 | 18.083807 |
| median | 46.653717 |
| Q3 | 89.453108 |
| 95-th percentile | 294.61334 |
| Maximum | 2859.4004 |
| Range | 2859.1871 |
| Interquartile range (IQR) | 71.369301 |
Descriptive statistics
| Standard deviation | 134.46228 |
|---|---|
| Coefficient of variation (CV) | 1.6727234 |
| Kurtosis | 165.77606 |
| Mean | 80.385246 |
| Median Absolute Deviation (MAD) | 30.394465 |
| Skewness | 9.6060005 |
| Sum | 959237.14 |
| Variance | 18080.105 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 56.130293 | 189 | 1.6% |
| 105.574086 | 165 | 1.4% |
| 27.244899 | 161 | 1.3% |
| 51.13805 | 153 | 1.3% |
| 46.653717 | 146 | 1.2% |
| 73.787482 | 122 | 1.0% |
| 184.630736 | 117 | 1.0% |
| 28.370357 | 83 | 0.7% |
| 76.646341 | 80 | 0.7% |
| 22.727823 | 75 | 0.6% |
| Other values (2315) | 10642 |
| Value | Count | Frequency (%) |
| 0.213384 | 1 | < 0.1% |
| 0.370099 | 1 | < 0.1% |
| 0.387597 | 5 | < 0.1% |
| 0.426768 | 3 | < 0.1% |
| 0.458301 | 2 | < 0.1% |
| 0.463648 | 14 | |
| 0.51399 | 2 | < 0.1% |
| 0.574508 | 1 | < 0.1% |
| 0.638595 | 2 | < 0.1% |
| 0.667206 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2859.400441 | 10 | |
| 2134.405202 | 1 | < 0.1% |
| 1465.724872 | 1 | < 0.1% |
| 1422.936801 | 1 | < 0.1% |
| 1362.475538 | 1 | < 0.1% |
| 1272.341332 | 4 | < 0.1% |
| 1150.965155 | 2 | < 0.1% |
| 1078.452871 | 1 | < 0.1% |
| 1043.797253 | 2 | < 0.1% |
| 985.571176 | 1 | < 0.1% |
x.ststr
Real number (ℝ)
| Distinct | 1376 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 299280.47 |
| Minimum | 11011 |
|---|---|
| Maximum | 722019 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.4 KiB |
Quantile statistics
| Minimum | 11011 |
|---|---|
| 5-th percentile | 52059 |
| Q1 | 181101 |
| median | 292019 |
| Q3 | 421042 |
| 95-th percentile | 532119 |
| Maximum | 722019 |
| Range | 711008 |
| Interquartile range (IQR) | 239941 |
Descriptive statistics
| Standard deviation | 157196.86 |
|---|---|
| Coefficient of variation (CV) | 0.52524932 |
| Kurtosis | -0.69773692 |
| Mean | 299280.47 |
| Median Absolute Deviation (MAD) | 120000 |
| Skewness | 0.13827334 |
| Sum | 3.5713138 × 109 |
| Variance | 2.4710854 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 132019 | 189 | 1.6% |
| 362019 | 165 | 1.4% |
| 272059 | 161 | 1.3% |
| 412019 | 153 | 1.3% |
| 272049 | 146 | 1.2% |
| 242019 | 122 | 1.0% |
| 241011 | 119 | 1.0% |
| 722019 | 117 | 1.0% |
| 152019 | 83 | 0.7% |
| 271051 | 82 | 0.7% |
| Other values (1366) | 10596 |
| Value | Count | Frequency (%) |
| 11011 | 7 | |
| 11012 | 2 | < 0.1% |
| 11021 | 8 | |
| 11022 | 2 | < 0.1% |
| 11031 | 5 | |
| 11032 | 1 | < 0.1% |
| 11041 | 3 | < 0.1% |
| 11051 | 8 | |
| 11061 | 2 | < 0.1% |
| 11071 | 7 |
| Value | Count | Frequency (%) |
| 722019 | 117 | |
| 721081 | 1 | < 0.1% |
| 721071 | 2 | < 0.1% |
| 721061 | 4 | < 0.1% |
| 721051 | 1 | < 0.1% |
| 721041 | 6 | 0.1% |
| 721021 | 2 | < 0.1% |
| 721011 | 2 | < 0.1% |
| 662019 | 17 | 0.1% |
| 661011 | 36 | 0.3% |
x.strwt
Real number (ℝ)
| Distinct | 1376 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.431925 |
| Minimum | 0.387597 |
|---|---|
| Maximum | 2859.4004 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.4 KiB |
Quantile statistics
| Minimum | 0.387597 |
|---|---|
| 5-th percentile | 3.136146 |
| Q1 | 15.393544 |
| median | 37.187633 |
| Q3 | 76.646341 |
| 95-th percentile | 283.26489 |
| Maximum | 2859.4004 |
| Range | 2859.0128 |
| Interquartile range (IQR) | 61.252797 |
Descriptive statistics
| Standard deviation | 126.99416 |
|---|---|
| Coefficient of variation (CV) | 1.7532898 |
| Kurtosis | 201.21084 |
| Mean | 72.431925 |
| Median Absolute Deviation (MAD) | 27.49329 |
| Skewness | 10.594005 |
| Sum | 864330.16 |
| Variance | 16127.516 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 56.130293 | 189 | 1.6% |
| 105.574086 | 165 | 1.4% |
| 27.244899 | 161 | 1.3% |
| 51.13805 | 153 | 1.3% |
| 46.653717 | 146 | 1.2% |
| 73.787482 | 122 | 1.0% |
| 13.906822 | 119 | 1.0% |
| 184.630736 | 117 | 1.0% |
| 28.370357 | 83 | 0.7% |
| 24.495533 | 82 | 0.7% |
| Other values (1366) | 10596 |
| Value | Count | Frequency (%) |
| 0.387597 | 5 | < 0.1% |
| 0.426768 | 8 | 0.1% |
| 0.458301 | 2 | < 0.1% |
| 0.463648 | 21 | |
| 0.51399 | 2 | < 0.1% |
| 0.574508 | 3 | < 0.1% |
| 0.638595 | 2 | < 0.1% |
| 0.667206 | 6 | 0.1% |
| 0.740199 | 26 | |
| 0.757947 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 2859.400441 | 10 | |
| 1272.341332 | 4 | < 0.1% |
| 1150.965155 | 2 | < 0.1% |
| 1043.797253 | 2 | < 0.1% |
| 985.571176 | 1 | < 0.1% |
| 940.440531 | 10 | |
| 901.203375 | 2 | < 0.1% |
| 871.292497 | 2 | < 0.1% |
| 754.443252 | 7 | |
| 711.468401 | 3 | < 0.1% |
x.rawrake
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2591553 |
| Minimum | 0.333333 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.4 KiB |
Quantile statistics
| Minimum | 0.333333 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 4.666667 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.58616842 |
|---|---|
| Coefficient of variation (CV) | 0.46552513 |
| Kurtosis | 8.2585806 |
| Mean | 1.2591553 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.5837491 |
| Sum | 15025.5 |
| Variance | 0.34359342 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 9227 | |
| 2 | 2035 | 17.1% |
| 3 | 339 | 2.8% |
| 0.5 | 119 | 1.0% |
| 4 | 109 | 0.9% |
| 0.666667 | 46 | 0.4% |
| 5 | 30 | 0.3% |
| 1.5 | 13 | 0.1% |
| 0.333333 | 8 | 0.1% |
| 1.333333 | 3 | < 0.1% |
| Other values (2) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.333333 | 8 | 0.1% |
| 0.5 | 119 | 1.0% |
| 0.666667 | 46 | 0.4% |
| 1 | 9227 | |
| 1.333333 | 3 | < 0.1% |
| 1.5 | 13 | 0.1% |
| 1.666667 | 1 | < 0.1% |
| 2 | 2035 | 17.1% |
| 2.5 | 3 | < 0.1% |
| 3 | 339 | 2.8% |
| Value | Count | Frequency (%) |
| 5 | 30 | 0.3% |
| 4 | 109 | 0.9% |
| 3 | 339 | 2.8% |
| 2.5 | 3 | < 0.1% |
| 2 | 2035 | 17.1% |
| 1.666667 | 1 | < 0.1% |
| 1.5 | 13 | 0.1% |
| 1.333333 | 3 | < 0.1% |
| 1 | 9227 | |
| 0.666667 | 46 | 0.4% |
Auto
The auto setting is an interpretable pairwise column metric of the following mapping:- Variable_type-Variable_type : Method, Range
- Categorical-Categorical : Cramer's V, [0,1]
- Numerical-Categorical : Cramer's V, [0,1] (using a discretized numerical column)
- Numerical-Numerical : Spearman's ρ, [-1,1]
This configuration uses the recommended metric for each pair of columns.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.| weight2 | height3 | children | alcday5 | x.psu | physhlth | menthlth | sleptim1 | htin4 | wtkg3 | x.bmi5 | htm4 | x.drnkwek | drocdy3. | x.llcpwt2 | x.llcpwt | x.wt2rake | x.ststr | x.strwt | x.rawrake | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 138.0 | 504.0 | 2.0 | 203.0 | 2018012727 | 88 | 88 | 8 | 64.0 | 6260.0 | 2369.0 | 163.0 | 140 | 10 | 347.364408 | 300.334407 | 46.653717 | 272049 | 46.653717 | 1.0 |
| 1 | 240.0 | 507.0 | 88.0 | 203.0 | 2018003318 | 30 | 30 | 7 | 72.0 | 10886.0 | 3255.0 | 183.0 | 420 | 10 | 591.664273 | 230.240437 | 184.630736 | 722019 | 184.630736 | 1.0 |
| 2 | 120.0 | 504.0 | 88.0 | 888.0 | 2018014634 | 88 | 88 | 6 | 64.0 | 5443.0 | 2060.0 | 163.0 | 0 | 0 | 142.637597 | 234.853526 | 37.261383 | 312199 | 37.261383 | 1.0 |
| 3 | 133.0 | 502.0 | 88.0 | 888.0 | 2018004927 | 88 | 88 | 7 | 62.0 | 6033.0 | 2433.0 | 157.0 | 0 | 0 | 131.943500 | 95.944181 | 18.271132 | 451101 | 18.271132 | 1.0 |
| 4 | 170.0 | 505.0 | 88.0 | 105.0 | 2018005584 | 88 | 88 | 7 | 65.0 | 7711.0 | 2829.0 | 165.0 | 500 | 71 | 155.667313 | 87.722689 | 13.906822 | 241011 | 13.906822 | 1.0 |
| 5 | 192.0 | 507.0 | 88.0 | 104.0 | 2018002181 | 88 | 88 | 7 | 73.0 | 8709.0 | 2533.0 | 185.0 | 1200 | 57 | 96.390993 | 82.128034 | 28.185579 | 191011 | 28.185579 | 1.0 |
| 6 | 205.0 | 511.0 | 88.0 | 202.0 | 2018005077 | 99 | 99 | 8 | 71.0 | 9299.0 | 2859.0 | 180.0 | 47 | 7 | 1232.720826 | 4104.860898 | 207.983856 | 12049 | 207.983856 | 1.0 |
| 7 | 220.0 | 508.0 | 88.0 | 888.0 | 2018001754 | 88 | 30 | 6 | 68.0 | 9979.0 | 3345.0 | 173.0 | 0 | 0 | 737.707176 | 1650.567662 | 81.876778 | 511041 | 40.938389 | 2.0 |
| 8 | 200.0 | 507.0 | 2.0 | 202.0 | 2018003682 | 88 | 88 | 7 | 73.0 | 9072.0 | 2639.0 | 185.0 | 47 | 7 | 645.890548 | 972.506855 | 127.293033 | 552089 | 127.293033 | 1.0 |
| 9 | 200.0 | 507.0 | 88.0 | 777.0 | 2018010633 | 88 | 88 | 7 | 67.0 | 9072.0 | 3132.0 | 170.0 | 99900 | 900 | 765.831083 | 445.980369 | 43.048300 | 482099 | 43.048300 | 1.0 |
| weight2 | height3 | children | alcday5 | x.psu | physhlth | menthlth | sleptim1 | htin4 | wtkg3 | x.bmi5 | htm4 | x.drnkwek | drocdy3. | x.llcpwt2 | x.llcpwt | x.wt2rake | x.ststr | x.strwt | x.rawrake | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 11923 | 175.0 | 507.0 | 1.0 | 102.0 | 2018011812 | 2 | 88 | 8 | 67.0 | 7938.0 | 2741.0 | 170.0 | 400 | 29 | 161.234830 | 236.677733 | 17.408657 | 122019 | 17.408657 | 1.0 |
| 11924 | 140.0 | 507.0 | 88.0 | 888.0 | 2018001112 | 88 | 88 | 8 | 67.0 | 6350.0 | 2193.0 | 170.0 | 0 | 0 | 51.830631 | 49.519355 | 6.496839 | 311091 | 6.496839 | 1.0 |
| 11925 | 183.0 | 507.0 | 88.0 | 777.0 | 2018003298 | 88 | 88 | 6 | 73.0 | 8301.0 | 2414.0 | 185.0 | 99900 | 900 | 305.178735 | 418.970425 | 45.945026 | 42099 | 45.945026 | 1.0 |
| 11926 | 140.0 | 503.0 | 88.0 | 888.0 | 2018000119 | 88 | 88 | 7 | 63.0 | 6350.0 | 2480.0 | 160.0 | 0 | 0 | 581.030702 | 150.861582 | 90.788494 | 61031 | 90.788494 | 1.0 |
| 11927 | 160.0 | 500.0 | 88.0 | 888.0 | 2018000626 | 30 | 88 | 9 | 60.0 | 7257.0 | 3125.0 | 152.0 | 0 | 0 | 63.512846 | 76.683864 | 7.383162 | 441011 | 7.383162 | 1.0 |
| 11928 | 250.0 | 511.0 | 1.0 | 107.0 | 2018003393 | 88 | 88 | 8 | 71.0 | 11340.0 | 3487.0 | 180.0 | 2100 | 100 | 551.939252 | 674.656860 | 51.138050 | 412019 | 51.138050 | 1.0 |
| 11929 | 215.0 | 510.0 | 88.0 | 888.0 | 2018005797 | 30 | 88 | 8 | 70.0 | 9752.0 | 3085.0 | 178.0 | 0 | 0 | 65.027460 | 98.935261 | 5.687222 | 241021 | 5.687222 | 1.0 |
| 11930 | 160.0 | 508.0 | 88.0 | 888.0 | 2018003470 | 88 | 88 | 7 | 68.0 | 7257.0 | 2433.0 | 173.0 | 0 | 0 | 93.619977 | 77.027603 | 4.486657 | 102019 | 4.486657 | 1.0 |
| 11931 | 220.0 | 505.0 | 88.0 | 201.0 | 2018003951 | 88 | 88 | 8 | 65.0 | 9979.0 | 3661.0 | 165.0 | 23 | 3 | 175.165147 | 88.663009 | 28.192596 | 442019 | 28.192596 | 1.0 |
| 11932 | 240.0 | 508.0 | 88.0 | 210.0 | 2018004529 | 1 | 2 | 7 | 68.0 | 10886.0 | 3649.0 | 173.0 | 467 | 33 | 403.740658 | 341.825532 | 58.187758 | 542019 | 58.187758 | 1.0 |